About

Imported from jeremylongshore/tons-of-skills-marketplace (plugins/community/claude-reflect/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill claude-reflect. Copyright stays with the author (MIT).

Claude Reflect - Self-Learning System

Name: claude-reflect
Author: jeremylongshore

A two-stage system that helps Claude Code learn from user corrections.

How It Works

Stage 1: Capture (Automatic) Hooks detect correction patterns ("no, use X", "actually...", "use X not Y") and queue them to ~/.claude/learnings-queue.json.

Stage 2: Process (Manual) User runs /reflect to review and apply queued learnings to CLAUDE.md files.

Available Commands

Command	Purpose
`/reflect`	Process queued learnings with human review
`/reflect --scan-history`	Scan past sessions for missed learnings
`/reflect --dry-run`	Preview changes without applying
`/skip-reflect`	Discard all queued learnings
`/view-queue`	View pending learnings without processing

When to Remind Users

Remind users about /reflect when:

They complete a feature or meaningful work unit
They make corrections you should remember for future sessions
They explicitly say "remember this" or similar
Context is about to compact and queue has items

Correction Detection Patterns

High-confidence corrections:

Tool rejections (user stops an action with guidance)
"no, use X" / "don't use Y"
"actually..." / "I meant..."
"use X not Y" / "X instead of Y"
"remember:" (explicit marker)

CLAUDE.md Destinations

~/.claude/CLAUDE.md - Global learnings (model names, general patterns)
./CLAUDE.md - Project-specific learnings (conventions, tools, structure)

Example Interaction

User: no, use gpt-5.1 not gpt-5 for reasoning tasks
Claude: Got it, I'll use gpt-5.1 for reasoning tasks.

[Hook captures this correction to queue]

User: /reflect
Claude: Found 1 learning queued. "Use gpt-5.1 for reasoning tasks"
        Scope: global
        Apply to ~/.claude/CLAUDE.md? [y/n]

Overview

Execute self-learning system that captures corrections during sessions and syncs them to CLAUDE.

Prerequisites

Access to the Claude Reflect environment or API
Required CLI tools installed and authenticated
Familiarity with Claude Reflect concepts and terminology

Instructions

Assess the current state of the Claude Reflect configuration
Identify the specific requirements and constraints
Apply the recommended patterns from this skill
Validate the changes against expected behavior
Document the configuration for team reference

Output

Configuration files or code changes applied to the project
Validation report confirming correct implementation
Summary of changes made and their rationale

Error Handling

Error	Cause	Resolution
Authentication failure	Invalid or expired credentials	Refresh tokens or re-authenticate with Claude Reflect
Configuration conflict	Incompatible settings detected	Review and resolve conflicting parameters
Resource not found	Referenced resource missing	Verify resource exists and permissions are correct

Examples

Basic usage: Apply claude reflect to a standard project setup with default configuration options.

Advanced scenario: Customize claude reflect for production environments with multiple constraints and team-specific requirements.

Resources

Official Claude Reflect documentation
Community best practices and patterns
Related skills in this plugin pack

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/jeremylongshore-tons-of-skills-marketplace-claude-reflect/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

jeremylongshore-tons-of-skills-marketplace-claude-reflect.ocm.jsonjson

{
  "ocm": "1",
  "id": "jeremylongshore-tons-of-skills-marketplace-claude-reflect",
  "kind": "skill",
  "name": "claude-reflect",
  "description": "Execute self-learning system that captures corrections during sessions and syncs them to CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something. Trigger with phrases like \"remember this\", \"don't forget\", \"use X not Y\", or \"actually...\".",
  "publisher": "jeremylongshore",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "community",
      "claude-reflect",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Execute self-learning system that captures corrections during sessions and syncs them to CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something. Trigger with phrases like \"remember this\", \"don't forget\", \"use X not Y\", or \"actually...\"."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/jeremylongshore/tons-of-skills-marketplace",
      "path": "plugins/community/claude-reflect/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/jeremylongshore/tons-of-skills-marketplace/blob/HEAD/plugins/community/claude-reflect/SKILL.md",
      "key": "jeremylongshore/tons-of-skills-marketplace/plugins/community/claude-reflect/SKILL.md"
    },
    "compatibility": "Designed for Claude Code",
    "allowed_tools": [
      "Read,",
      "Write,",
      "Edit,",
      "Bash(jq:*),",
      "Bash(cat:*)"
    ],
    "license": "MIT"
  },
  "instructions": "# Claude Reflect - Self-Learning System\n\nA two-stage system that helps Claude Code learn from user corrections.\n\n## How It Works\n\n**Stage 1: Capture (Automatic)**\nHooks detect correction patterns (\"no, use X\", \"actually...\", \"use X not Y\") and queue them to `~/.claude/learnings-queue.json`.\n\n**Stage 2: Process (Manual)**\nUser runs `/reflect` to review and apply queued learnings to CLAUDE.md files.\n\n## Available Commands\n\n| Command | Purpose |\n|---------|---------|\n| `/reflect` | Process queued learnings with human review |\n| `/reflect --scan-history` | Scan past sessions for missed learnings |",
  "cost": {
    "context_tokens": 836
  }
}

Fetch it by URL: GET /api/v1/registry/jeremylongshore-tons-of-skills-marketplace-claude-reflect/manifest?version=1.0.0

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